Dual Contrastive Learning for General Face Forgery Detection

27 December 2021

Papers citing "Dual Contrastive Learning for General Face Forgery Detection"

21 / 71 papers shown

Title
Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection Chuer Yu Xuhong Zhang Yuxuan Duan Senbo Yan Zonghui Wang Yang Xiang S. Ji Wenzhi Chen AAML 27 4 0 30 Mar 2023
Watch Out for the Confusing Faces: Detecting Face Swapping with the Probability Distribution of Face Identification Models Yuxuan Duan Xuhong Zhang Chuer Yu Zonghui Wang S. Ji Wenzhi Chen AAML CVBM 11 0 0 23 Mar 2023
Real Face Foundation Representation Learning for Generalized Deepfake Detection Liang Shi Jie M. Zhang Shiguang Shan CVBM 35 7 0 15 Mar 2023
Mover: Mask and Recovery based Facial Part Consistency Aware Method for Deepfake Video Detection Juan Hu Xin Liao Difei Gao Satoshi Tsutsui Qian Wang Zheng Qin Mike Zheng Shou AAML 18 4 0 03 Mar 2023
Learning Pairwise Interaction for Generalizable DeepFake Detection Ying Xu Kiran Raja L. Verdoliva Marius Pedersen 24 21 0 26 Feb 2023
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection Junke Wang Zhenxin Li Chao Zhang Jingjing Chen Zuxuan Wu Larry S. Davis Yueping Jiang AAML 34 5 0 12 Dec 2022
Artificial Intelligence Security Competition (AISC) Yinpeng Dong Peng Chen Senyou Deng L. Lianji Yi Sun ... Zhichao Cui G. Liu Huafeng Shi K. Hu Meng Zhang 28 0 0 07 Dec 2022
Deepfake Detection: A Comprehensive Study from the Reliability Perspective Tianyi Wang Xin Liao Kam-pui Chow Xiaodong Lin Yinglong Wang 34 16 0 20 Nov 2022
Cross-Domain Local Characteristic Enhanced Deepfake Video Detection Zihan Liu Hanyi Wang Shilin Wang ViT 21 6 0 07 Nov 2022
Learning to Reuse Distractors to support Multiple Choice Question Generation in Education Semere Kiros Bitew Amir Hadifar Lucas Sterckx Johannes Deleu Chris Develder Thomas Demeester AI4Ed 29 14 0 25 Oct 2022
UIA-ViT: Unsupervised Inconsistency-Aware Method based on Vision Transformer for Face Forgery Detection Wanyi Zhuang Qi Chu Zhentao Tan Qiankun Liu Haojie Yuan Changtao Miao Zixiang Luo Nenghai Yu ViT CVBM 37 76 0 23 Oct 2022
FedForgery: Generalized Face Forgery Detection with Residual Federated Learning Decheng Liu Zhan Dang Chunlei Peng Yu Zheng Shuang Li N. Wang Xinbo Gao FedML 26 30 0 18 Oct 2022
CFL-Net: Image Forgery Localization Using Contrastive Learning Fahim Faisal Niloy K. Bhaumik Simon S. Woo 23 31 0 04 Oct 2022
Digital and Physical Face Attacks: Reviewing and One Step Further Chen Kong Shiqi Wang Haoliang Li AAML 55 23 0 29 Sep 2022
Deep Convolutional Pooling Transformer for Deepfake Detection Tianyi Wang Harry Cheng Kam-pui Chow Liqiang Nie ViT 27 66 0 12 Sep 2022
Supervised Contrastive Learning with Hard Negative Samples Ruijie Jiang Thuan Q. Nguyen Prakash Ishwar Shuchin Aeron 19 16 0 31 Aug 2022
Detecting Deepfake by Creating Spatio-Temporal Regularity Disruption Jiazhi Guan Hang Zhou Mingming Gong Errui Ding Jingdong Wang Youjian Zhao 27 10 0 21 Jul 2022
Delving into Sequential Patches for Deepfake Detection Jiazhi Guan Hang Zhou Zhibin Hong Errui Ding Jingdong Wang Chengbin Quan Youjian Zhao ViT 23 60 0 06 Jul 2022
Exploring Frequency Adversarial Attacks for Face Forgery Detection Shuai Jia Chao Ma Taiping Yao Bangjie Yin Shouhong Ding Xiaokang Yang AAML 24 62 0 29 Mar 2022
Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain Honggu Liu Xiaodan Li Wenbo Zhou YueFeng Chen Yuan He Hui Xue Weiming Zhang Nenghai Yu CVBM 162 360 0 02 Mar 2021
WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection Bojia Zi Minghao Chang Jingjing Chen Xingjun Ma Yu-Gang Jiang CVBM 80 373 0 05 Jan 2021